Overview

Dataset info

Number of variables57
Number of observations26
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory11.7 KiB
Average record size in memory460.9 B

Variables types

Numeric31
Categorical18
Boolean0
Date0
URL0
Text (Unique)1
Rejected7
Unsupported0

Warnings

df_index has 1 (3.8%) zeros Zeros
l_2ptpg17 has 11 (42.3%) zeros Zeros
l_2ptpg18 has 7 (26.9%) zeros Zeros
l_fumblepg17 has 3 (11.5%) zeros Zeros
l_fumblepg18 has 1 (3.8%) zeros Zeros
l_passtdpg18 has 1 (3.8%) zeros Zeros
l_points2 has 1 (3.8%) zeros Zeros
l_points3 has 5 (19.2%) zeros Zeros
l_points4 has 6 (23.1%) zeros Zeros
l_points5 has 6 (23.1%) zeros Zeros
l_points6 has 5 (19.2%) zeros Zeros
l_points7 has 5 (19.2%) zeros Zeros
l_points8 has 5 (19.2%) zeros Zeros
l_points9 has 8 (30.8%) zeros Zeros
l_pointspg18 is highly correlated with l_passtdpg18 (ρ = 0.9001953045) Rejected
l_pos has constant value "QB" Rejected
l_rush1stpg18 is highly correlated with l_runnerQB18 (ρ = 0.9180168798) Rejected
l_rushtdpg17 has 8 (30.8%) zeros Zeros
l_rushtdpg18 has 5 (19.2%) zeros Zeros
l_rushydpg17 is highly correlated with l_rush1stpg17 (ρ = 0.9636046181) Rejected
l_rushydpg18 is highly correlated with l_rush1stpg18 (ρ = 0.9406295268) Rejected
l_touchdown17 is highly correlated with l_passtdpg17 (ρ = 0.9621233369) Rejected
l_touchdown18 is highly correlated with l_passtdpg18 (ρ = 0.9365135189) Rejected

Variables

bad_opp
Numeric

Distinct count6
Unique (%)23.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.576923077
Minimum2
Maximum7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile2
Q13.25
Median5
Q36
95-th percentile6.75
Maximum7
Range5
Interquartile range2.75

Descriptive statistics

Standard deviation1.579191614
Coef of variation0.3450334619
Kurtosis-0.9983429839
Mean4.576923077
MAD1.334319527
Skewness-0.3509944404
Sum119
Variance2.493846154
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[2. 7.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 7 26.9%
 
5 6 23.1%
 
4 4 15.4%
 
2 4 15.4%
 
3 3 11.5%
 
7 2 7.7%
 

Minimum 5 values

ValueCountFrequency (%) 
2 4 15.4%
 
3 3 11.5%
 
4 4 15.4%
 
5 6 23.1%
 
6 7 26.9%
 

Maximum 5 values

ValueCountFrequency (%) 
7 2 7.7%
 
6 7 26.9%
 
5 6 23.1%
 
4 4 15.4%
 
3 3 11.5%
 

df_index
Numeric

Distinct count26
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean18.26923077
Minimum0
Maximum34
Zeros (%)3.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4.25
Q111.25
Median18.5
Q325.75
95-th percentile32.5
Maximum34
Range34
Interquartile range14.5

Descriptive statistics

Standard deviation9.573119418
Coef of variation0.524002326
Kurtosis-0.9529672539
Mean18.26923077
MAD7.961538462
Skewness-0.0709289068
Sum475
Variance91.64461538
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=26)
Histogram
Histogram with variable size bins (bins=[ 0. 34.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
34 1 3.8%
 
33 1 3.8%
 
4 1 3.8%
 
5 1 3.8%
 
7 1 3.8%
 
8 1 3.8%
 
10 1 3.8%
 
11 1 3.8%
 
12 1 3.8%
 
13 1 3.8%
 
Other values (16) 16 61.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 3.8%
 
4 1 3.8%
 
5 1 3.8%
 
7 1 3.8%
 
8 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
34 1 3.8%
 
33 1 3.8%
 
31 1 3.8%
 
30 1 3.8%
 
29 1 3.8%
 

good_opp
Numeric

Distinct count6
Unique (%)23.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5.230769231
Minimum2
Maximum7
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile2.25
Q14
Median5.5
Q36
95-th percentile7
Maximum7
Range5
Interquartile range2

Descriptive statistics

Standard deviation1.504863909
Coef of variation0.2876945708
Kurtosis-0.2683941611
Mean5.230769231
MAD1.230769231
Skewness-0.6550317871
Sum136
Variance2.264615385
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[2. 7.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 7 26.9%
 
7 6 23.1%
 
5 5 19.2%
 
4 5 19.2%
 
2 2 7.7%
 
3 1 3.8%
 

Minimum 5 values

ValueCountFrequency (%) 
2 2 7.7%
 
3 1 3.8%
 
4 5 19.2%
 
5 5 19.2%
 
6 7 26.9%
 

Maximum 5 values

ValueCountFrequency (%) 
7 6 23.1%
 
6 7 26.9%
 
5 5 19.2%
 
4 5 19.2%
 
3 1 3.8%
 

l_2ptpg17
Numeric

Distinct count10
Unique (%)38.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.05667724564
Minimum0
Maximum0.307692308
Zeros (%)42.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.06536908035
Q30.07778159375
95-th percentile0.1312499998
Maximum0.307692308
Range0.307692308
Interquartile range0.07778159375

Descriptive statistics

Standard deviation0.06821371089
Coef of variation1.203546681
Kurtosis6.383854408
Mean0.05667724564
MAD0.04795766938
Skewness2.041928865
Sum1.473608387
Variance0.004653110353
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.08070055 0.30769231], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 11 42.3%
 
0.06823816071 4 15.4%
 
0.078067766 2 7.7%
 
0.125 2 7.7%
 
0.0625 2 7.7%
 
0.307692308 1 3.8%
 
0.133333333 1 3.8%
 
0.076923077 1 3.8%
 
0.06823816071 1 3.8%
 
0.083333333 1 3.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 11 42.3%
 
0.0625 2 7.7%
 
0.06823816071 4 15.4%
 
0.06823816071 1 3.8%
 
0.076923077 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
0.307692308 1 3.8%
 
0.133333333 1 3.8%
 
0.125 2 7.7%
 
0.083333333 1 3.8%
 
0.078067766 2 7.7%
 

l_2ptpg18
Numeric

Distinct count11
Unique (%)42.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1005249215
Minimum0
Maximum0.3125
Zeros (%)26.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.015625
Median0.09300015461
Q30.1383928571
95-th percentile0.2611607143
Maximum0.3125
Range0.3125
Interquartile range0.1227678571

Descriptive statistics

Standard deviation0.08677023947
Coef of variation0.8631714222
Kurtosis0.3261952515
Mean0.1005249215
MAD0.06621709335
Skewness0.7538294643
Sum2.613647959
Variance0.007529074457
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=11)
Histogram
Histogram with variable size bins (bins=[0. 0.13392857 0.3125 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 7 26.9%
 
0.09300015461 4 15.4%
 
0.1875 4 15.4%
 
0.125 3 11.5%
 
0.0625 2 7.7%
 
0.06666666667 1 3.8%
 
0.09300015461 1 3.8%
 
0.09090909091 1 3.8%
 
0.2857142857 1 3.8%
 
0.1428571429 1 3.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 7 26.9%
 
0.0625 2 7.7%
 
0.06666666667 1 3.8%
 
0.09090909091 1 3.8%
 
0.09300015461 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
0.3125 1 3.8%
 
0.2857142857 1 3.8%
 
0.1875 4 15.4%
 
0.1428571429 1 3.8%
 
0.125 3 11.5%
 

l_fumblepg17
Numeric

Distinct count15
Unique (%)57.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1817439143
Minimum0
Maximum0.538461538
Zeros (%)11.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.1517708758
Median0.1866030849
Q30.2
95-th percentile0.3281249997
Maximum0.538461538
Range0.538461538
Interquartile range0.04822912425

Descriptive statistics

Standard deviation0.1146158725
Coef of variation0.6306448994
Kurtosis2.796900529
Mean0.1817439143
MAD0.0726267131
Skewness0.854767823
Sum4.725341771
Variance0.01313679823
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=15)
Histogram
Histogram with variable size bins (bins=[0. 0.18255758 0.19375 0.53846154], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.1866030849 4 15.4%
 
0.1875 4 15.4%
 
0 3 11.5%
 
0.2 2 7.7%
 
0.178512074 2 7.7%
 
0.0625 2 7.7%
 
0.142857143 1 3.8%
 
0.1866030849 1 3.8%
 
0.333333333 1 3.8%
 
0.230769231 1 3.8%
 
Other values (5) 5 19.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 3 11.5%
 
0.0625 2 7.7%
 
0.066666667 1 3.8%
 
0.142857143 1 3.8%
 
0.178512074 2 7.7%
 

Maximum 5 values

ValueCountFrequency (%) 
0.538461538 1 3.8%
 
0.333333333 1 3.8%
 
0.3125 1 3.8%
 
0.285714286 1 3.8%
 
0.25 1 3.8%
 

l_fumblepg18
Numeric

Distinct count17
Unique (%)65.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.2255398905
Minimum0
Maximum0.5454545455
Zeros (%)3.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.0625
Q10.125
Median0.20968694
Q30.3025568182
95-th percentile0.4375
Maximum0.5454545455
Range0.5454545455
Interquartile range0.1775568182

Descriptive statistics

Standard deviation0.1335484926
Coef of variation0.592128037
Kurtosis-0.002938260857
Mean0.2255398905
MAD0.1029063779
Skewness0.5921081154
Sum5.864037153
Variance0.01783519988
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=17)
Histogram
Histogram with variable size bins (bins=[0. 0.54545455], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.20968694 4 15.4%
 
0.125 3 11.5%
 
0.4375 2 7.7%
 
0.25 2 7.7%
 
0.3125 2 7.7%
 
0.0625 2 7.7%
 
0 1 3.8%
 
0.375 1 3.8%
 
0.5454545455 1 3.8%
 
0.2142857143 1 3.8%
 
Other values (7) 7 26.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 3.8%
 
0.0625 2 7.7%
 
0.06666666667 1 3.8%
 
0.1111111111 1 3.8%
 
0.125 3 11.5%
 

Maximum 5 values

ValueCountFrequency (%) 
0.5454545455 1 3.8%
 
0.4375 2 7.7%
 
0.4 1 3.8%
 
0.375 1 3.8%
 
0.3125 2 7.7%
 

l_name
Categorical, Unique

First 5 values
Aaron Rodgers
Cam Newton
Carson Wentz
Dak Prescott
Derek Carr
Last 5 values
Robert Griffin III
Russell Wilson
Ryan Fitzpatrick
Taysom Hill
Tom Brady

First 5 values

ValueCountFrequency (%) 
Aaron Rodgers 1 3.8%
 
Cam Newton 1 3.8%
 
Carson Wentz 1 3.8%
 
Dak Prescott 1 3.8%
 
Derek Carr 1 3.8%
 

Last 5 values

ValueCountFrequency (%) 
Tom Brady 1 3.8%
 
Taysom Hill 1 3.8%
 
Ryan Fitzpatrick 1 3.8%
 
Russell Wilson 1 3.8%
 
Robert Griffin III 1 3.8%
 

l_passintpg17
Numeric

Distinct count16
Unique (%)61.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.7198636814
Minimum0.285714286
Maximum1
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.285714286
5-th percentile0.4750000002
Q10.5937499997
Median0.7475585426
Q30.833928571
95-th percentile0.9666666668
Maximum1
Range0.714285714
Interquartile range0.2401785712

Descriptive statistics

Standard deviation0.1732705803
Coef of variation0.2406991557
Kurtosis0.1349462791
Mean0.7198636814
MAD0.1378536391
Skewness-0.6577912102
Sum18.71645572
Variance0.03002269401
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=16)
Histogram
Histogram with variable size bins (bins=[0.28571429 0.74755854 0.74877927 1. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7475585426 4 15.4%
 
0.5 3 11.5%
 
0.8125 3 11.5%
 
0.833928571 2 7.7%
 
0.866666667 2 7.7%
 
1 2 7.7%
 
0.857142857 1 3.8%
 
0.285714286 1 3.8%
 
0.846153846 1 3.8%
 
0.7475585426 1 3.8%
 
Other values (6) 6 23.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0.285714286 1 3.8%
 
0.466666667 1 3.8%
 
0.5 3 11.5%
 
0.538461538 1 3.8%
 
0.583333333 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
1 2 7.7%
 
0.866666667 2 7.7%
 
0.857142857 1 3.8%
 
0.846153846 1 3.8%
 
0.833928571 2 7.7%
 

l_passintpg18
Numeric

Distinct count19
Unique (%)73.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.6515521223
Minimum0.0625
Maximum1.5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0625
5-th percentile0.140625
Q10.5178571429
Median0.6875
Q30.7374560707
95-th percentile1.186688312
Maximum1.5
Range1.4375
Interquartile range0.2195989279

Descriptive statistics

Standard deviation0.306210816
Coef of variation0.4699713276
Kurtosis2.008131564
Mean0.6515521223
MAD0.201995985
Skewness0.5735928346
Sum16.94035518
Variance0.09376506381
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=19)
Histogram
Histogram with variable size bins (bins=[0.0625 0.59821429 0.775 1.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.6998242829 4 15.4%
 
0.625 2 7.7%
 
0.6875 2 7.7%
 
0.75 2 7.7%
 
0.4375 2 7.7%
 
0.9285714286 1 3.8%
 
1.5 1 3.8%
 
0.5 1 3.8%
 
1.272727273 1 3.8%
 
0.1875 1 3.8%
 
Other values (9) 9 34.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0625 1 3.8%
 
0.125 1 3.8%
 
0.1875 1 3.8%
 
0.3333333333 1 3.8%
 
0.4375 2 7.7%
 

Maximum 5 values

ValueCountFrequency (%) 
1.5 1 3.8%
 
1.272727273 1 3.8%
 
0.9285714286 1 3.8%
 
0.8571428571 1 3.8%
 
0.8 1 3.8%
 

l_passtdpg17
Numeric

Distinct count21
Unique (%)80.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.51096857
Minimum0.583333333
Maximum2.538461538
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.583333333
5-th percentile0.7523809523
Q11.29375
Median1.542350088
Q31.658565799
95-th percentile2.245535714
Maximum2.538461538
Range1.955128205
Interquartile range0.3648157988

Descriptive statistics

Standard deviation0.4409012056
Coef of variation0.2918003818
Kurtosis0.7162121639
Mean1.51096857
MAD0.3110229742
Skewness0.1294035501
Sum39.28518282
Variance0.1943938731
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=21)
Histogram
Histogram with variable size bins (bins=[0.58333333 1.55705664 1.5717632 2.53846154], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.571763196 4 15.4%
 
1.542350088 2 7.7%
 
1.375 2 7.7%
 
1.266666667 1 3.8%
 
0.714285714 1 3.8%
 
1.4375 1 3.8%
 
1.125 1 3.8%
 
1.866666667 1 3.8%
 
1.461538462 1 3.8%
 
1.6875 1 3.8%
 
Other values (11) 11 42.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0.583333333 1 3.8%
 
0.714285714 1 3.8%
 
0.866666667 1 3.8%
 
1.125 1 3.8%
 
1.166666667 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
2.538461538 1 3.8%
 
2.285714286 1 3.8%
 
2.125 1 3.8%
 
2 1 3.8%
 
1.866666667 1 3.8%
 

l_passtdpg18
Numeric

Distinct count20
Unique (%)76.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.574636953
Minimum0
Maximum2.1875
Zeros (%)3.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.4776785714
Q11.38125
Median1.644648952
Q31.900568182
95-th percentile2.173958333
Maximum2.1875
Range2.1875
Interquartile range0.5193181818

Descriptive statistics

Standard deviation0.5277084241
Coef of variation0.3351302173
Kurtosis2.639125592
Mean1.574636953
MAD0.3723219198
Skewness-1.52775966
Sum40.94056078
Variance0.2784761809
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=20)
Histogram
Histogram with variable size bins (bins=[0. 1.25 2.1875], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.644648952 4 15.4%
 
1.714285714 2 7.7%
 
2 2 7.7%
 
2.1875 2 7.7%
 
0.7857142857 1 3.8%
 
1.8125 1 3.8%
 
0 1 3.8%
 
1.333333333 1 3.8%
 
1.644648952 1 3.8%
 
2.125 1 3.8%
 
Other values (10) 10 38.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 3.8%
 
0.375 1 3.8%
 
0.7857142857 1 3.8%
 
1.1875 1 3.8%
 
1.3125 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
2.1875 2 7.7%
 
2.133333333 1 3.8%
 
2.125 1 3.8%
 
2 2 7.7%
 
1.909090909 1 3.8%
 

l_passydpg17
Numeric

Distinct count22
Unique (%)84.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean229.9695
Minimum76.71428571
Maximum286.0625
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum76.71428571
5-th percentile183.0208333
Q1219.4
Median232.9788001
Q3253.5846154
95-th percentile279.359375
Maximum286.0625
Range209.3482143
Interquartile range34.18461535

Descriptive statistics

Standard deviation41.14522796
Coef of variation0.1789160213
Kurtosis7.026954054
Mean229.9695
MAD26.19882419
Skewness-2.084133203
Sum5979.207001
Variance1692.929784
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=22)
Histogram
Histogram with variable size bins (bins=[ 76.71428571 231.86735265 232.97880008 233.0227334 286.0625 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
232.9788001 4 15.4%
 
232.5347053 2 7.7%
 
233.0666667 1 3.8%
 
215.4666667 1 3.8%
 
207.75 1 3.8%
 
270.875 1 3.8%
 
196.3125 1 3.8%
 
255.8125 1 3.8%
 
255.9375 1 3.8%
 
182.75 1 3.8%
 
Other values (12) 12 46.2%
 

Minimum 5 values

ValueCountFrequency (%) 
76.71428571 1 3.8%
 
182.75 1 3.8%
 
183.8333333 1 3.8%
 
196.3125 1 3.8%
 
206.375 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
286.0625 1 3.8%
 
282.1875 1 3.8%
 
270.875 1 3.8%
 
269.5384615 1 3.8%
 
255.9375 1 3.8%
 

l_passydpg18
Numeric

Distinct count23
Unique (%)88.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean242.5939811
Minimum4
Maximum307.75
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4
5-th percentile101.4397321
Q1243.9478014
Median259.5979167
Q3273.4635417
95-th percentile295.0625
Maximum307.75
Range303.75
Interquartile range29.5157403

Descriptive statistics

Standard deviation66.05813398
Coef of variation0.2722991464
Kurtosis7.520011807
Mean242.5939811
MAD39.05505173
Skewness-2.658099586
Sum6307.443509
Variance4363.677065
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=23)
Histogram
Histogram with variable size bins (bins=[ 4. 236.35714286 307.75 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
247.3537055 4 15.4%
 
273.8888889 1 3.8%
 
307.75 1 3.8%
 
242.5 1 3.8%
 
242.8125 1 3.8%
 
253.0625 1 3.8%
 
272 1 3.8%
 
293 1 3.8%
 
268.625 1 3.8%
 
75.0625 1 3.8%
 
Other values (13) 13 50.0%
 

Minimum 5 values

ValueCountFrequency (%) 
4 1 3.8%
 
75.0625 1 3.8%
 
180.5714286 1 3.8%
 
215.5 1 3.8%
 
230.2142857 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
307.75 1 3.8%
 
295.75 1 3.8%
 
293 1 3.8%
 
282.6 1 3.8%
 
279.4545455 1 3.8%
 

l_points1
Numeric

Distinct count26
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean17.10538462
Minimum5.36
Maximum35.4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5.36
5-th percentile7.025
Q111.25
Median15.96
Q321.415
95-th percentile32.175
Maximum35.4
Range30.04
Interquartile range10.165

Descriptive statistics

Standard deviation8.036414241
Coef of variation0.4698178042
Kurtosis-0.1047593397
Mean17.10538462
MAD6.290828402
Skewness0.6548605443
Sum444.74
Variance64.58395385
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=26)
Histogram
Histogram with variable size bins (bins=[ 5.36 35.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
11.4 1 3.8%
 
25.64 1 3.8%
 
7 1 3.8%
 
9.44 1 3.8%
 
14.56 1 3.8%
 
9.22 1 3.8%
 
28.02 1 3.8%
 
14.82 1 3.8%
 
12.92 1 3.8%
 
15.32 1 3.8%
 
Other values (16) 16 61.5%
 

Minimum 5 values

ValueCountFrequency (%) 
5.36 1 3.8%
 
7 1 3.8%
 
7.1 1 3.8%
 
8.06 1 3.8%
 
9.22 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
35.4 1 3.8%
 
33.56 1 3.8%
 
28.02 1 3.8%
 
25.64 1 3.8%
 
25.32 1 3.8%
 

l_points2
Numeric

Distinct count24
Unique (%)92.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean14.53730769
Minimum0
Maximum36.88
Zeros (%)3.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.57
Q110.105
Median14.36
Q318.855
95-th percentile29.295
Maximum36.88
Range36.88
Interquartile range8.75

Descriptive statistics

Standard deviation8.921438251
Coef of variation0.6136926066
Kurtosis0.46819919
Mean14.53730769
MAD6.72556213
Skewness0.4278460683
Sum377.97
Variance79.59206046
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=24)
Histogram
Histogram with variable size bins (bins=[ 0. 36.88], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
18.12 2 7.7%
 
14.36 2 7.7%
 
4.07 1 3.8%
 
11.92 1 3.8%
 
0 1 3.8%
 
0.84 1 3.8%
 
0.48 1 3.8%
 
23.66 1 3.8%
 
15.68 1 3.8%
 
14.22 1 3.8%
 
Other values (14) 14 53.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 3.8%
 
0.48 1 3.8%
 
0.84 1 3.8%
 
4.07 1 3.8%
 
5.6 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
36.88 1 3.8%
 
30.66 1 3.8%
 
25.2 1 3.8%
 
23.66 1 3.8%
 
21.22 1 3.8%
 

l_points3
Numeric

Distinct count22
Unique (%)84.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean14.77346154
Minimum0
Maximum41.34
Zeros (%)19.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13.8775
Median17.76
Q321.735
95-th percentile24.83
Maximum41.34
Range41.34
Interquartile range17.8575

Descriptive statistics

Standard deviation10.54034419
Coef of variation0.7134647596
Kurtosis0.02798805129
Mean14.77346154
MAD8.501390533
Skewness0.08937028962
Sum384.11
Variance111.0988555
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=22)
Histogram
Histogram with variable size bins (bins=[ 0. 0.58 13.43 24.16 41.34], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5 19.2%
 
17.56 1 3.8%
 
25.5 1 3.8%
 
13.56 1 3.8%
 
14.12 1 3.8%
 
21.32 1 3.8%
 
15.68 1 3.8%
 
7.02 1 3.8%
 
19.44 1 3.8%
 
21.8 1 3.8%
 
Other values (12) 12 46.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5 19.2%
 
1.16 1 3.8%
 
2.83 1 3.8%
 
7.02 1 3.8%
 
13.3 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
41.34 1 3.8%
 
25.5 1 3.8%
 
22.82 1 3.8%
 
22.66 1 3.8%
 
22.46 1 3.8%
 

l_points4
Numeric

Distinct count21
Unique (%)80.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean12.64076923
Minimum0
Maximum29.48
Zeros (%)23.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.92
Median13.88
Q321.445
95-th percentile29.095
Maximum29.48
Range29.48
Interquartile range20.525

Descriptive statistics

Standard deviation10.5080152
Coef of variation0.8312797272
Kurtosis-1.4381073
Mean12.64076923
MAD9.259171598
Skewness0.1120459504
Sum328.66
Variance110.4183834
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=21)
Histogram
Histogram with variable size bins (bins=[ 0. 0.18 29.48], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 6 23.1%
 
16.72 1 3.8%
 
23.5 1 3.8%
 
20.68 1 3.8%
 
8.62 1 3.8%
 
21.7 1 3.8%
 
28.48 1 3.8%
 
2.6 1 3.8%
 
13.46 1 3.8%
 
8.72 1 3.8%
 
Other values (11) 11 42.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6 23.1%
 
0.36 1 3.8%
 
2.6 1 3.8%
 
3.7 1 3.8%
 
7.32 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
29.48 1 3.8%
 
29.3 1 3.8%
 
28.48 1 3.8%
 
24.28 1 3.8%
 
23.5 1 3.8%
 

l_points5
Numeric

Distinct count21
Unique (%)80.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean12.40230769
Minimum0
Maximum31.92
Zeros (%)23.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12.94
Median10.68
Q320.27
95-th percentile30.03
Maximum31.92
Range31.92
Interquartile range17.33

Descriptive statistics

Standard deviation10.51734161
Coef of variation0.848014891
Kurtosis-1.140729524
Mean12.40230769
MAD8.993431953
Skewness0.3487222586
Sum322.46
Variance110.6144745
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=21)
Histogram
Histogram with variable size bins (bins=[ 0. 1.44 31.92], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 6 23.1%
 
25.22 1 3.8%
 
4.14 1 3.8%
 
11.94 1 3.8%
 
12.06 1 3.8%
 
8.62 1 3.8%
 
8.98 1 3.8%
 
31.92 1 3.8%
 
7.96 1 3.8%
 
27.42 1 3.8%
 
Other values (11) 11 42.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6 23.1%
 
2.88 1 3.8%
 
3.12 1 3.8%
 
4.14 1 3.8%
 
7.96 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
31.92 1 3.8%
 
30.9 1 3.8%
 
27.42 1 3.8%
 
25.22 1 3.8%
 
23.92 1 3.8%
 

l_points6
Numeric

Distinct count22
Unique (%)84.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean13.09892308
Minimum0
Maximum34.64
Zeros (%)19.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11.515
Median12.288
Q320.55
95-th percentile31.585
Maximum34.64
Range34.64
Interquartile range19.035

Descriptive statistics

Standard deviation11.42744534
Coef of variation0.8723957894
Kurtosis-1.112685039
Mean13.09892308
MAD9.738840237
Skewness0.3920716648
Sum340.572
Variance130.586507
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=22)
Histogram
Histogram with variable size bins (bins=[ 0. 0.54 34.64], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5 19.2%
 
12.476 1 3.8%
 
27.32 1 3.8%
 
10.78 1 3.8%
 
4.98 1 3.8%
 
18.816 1 3.8%
 
19.32 1 3.8%
 
34.64 1 3.8%
 
12.1 1 3.8%
 
4.62 1 3.8%
 
Other values (12) 12 46.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5 19.2%
 
1.08 1 3.8%
 
1.12 1 3.8%
 
2.7 1 3.8%
 
4.62 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
34.64 1 3.8%
 
31.8 1 3.8%
 
30.94 1 3.8%
 
28.9 1 3.8%
 
27.32 1 3.8%
 

l_points7
Numeric

Distinct count22
Unique (%)84.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean14.78474359
Minimum0
Maximum42.76
Zeros (%)19.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q13.715
Median16.03
Q322.54
95-th percentile28.825
Maximum42.76
Range42.76
Interquartile range18.825

Descriptive statistics

Standard deviation11.40556489
Coef of variation0.7714415077
Kurtosis-0.3197684489
Mean14.78474359
MAD9.494378698
Skewness0.3276974256
Sum384.4033333
Variance130.0869104
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=22)
Histogram
Histogram with variable size bins (bins=[ 0. 1.28 42.76], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5 19.2%
 
23.28 1 3.8%
 
13.37 1 3.8%
 
20.56 1 3.8%
 
42.76 1 3.8%
 
23 1 3.8%
 
2.78 1 3.8%
 
17.77333333 1 3.8%
 
27.32 1 3.8%
 
7.84 1 3.8%
 
Other values (12) 12 46.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5 19.2%
 
2.56 1 3.8%
 
2.78 1 3.8%
 
6.52 1 3.8%
 
7.84 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
42.76 1 3.8%
 
29.22 1 3.8%
 
27.64 1 3.8%
 
27.32 1 3.8%
 
25.02 1 3.8%
 

l_points8
Numeric

Distinct count22
Unique (%)84.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean14.01032967
Minimum0
Maximum28.51428571
Zeros (%)19.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q18.305
Median14.14
Q322.64428571
95-th percentile27.815
Maximum28.51428571
Range28.51428571
Interquartile range14.33928571

Descriptive statistics

Standard deviation9.659114527
Coef of variation0.6894280687
Kurtosis-1.242103962
Mean14.01032967
MAD8.277362637
Skewness-0.1661073872
Sum364.2685714
Variance93.29849344
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=22)
Histogram
Histogram with variable size bins (bins=[ 0. 1.01428571 28.51428571], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5 19.2%
 
28.51428571 1 3.8%
 
17.38 1 3.8%
 
20.26 1 3.8%
 
8.12 1 3.8%
 
15.68 1 3.8%
 
10.04 1 3.8%
 
12.6 1 3.8%
 
12.3 1 3.8%
 
22.34 1 3.8%
 
Other values (12) 12 46.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5 19.2%
 
2.028571429 1 3.8%
 
8.12 1 3.8%
 
8.86 1 3.8%
 
10.04 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
28.51428571 1 3.8%
 
28.1 1 3.8%
 
26.96 1 3.8%
 
24.92 1 3.8%
 
23.4 1 3.8%
 

l_points9
Numeric

Distinct count19
Unique (%)73.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean12.32192308
Minimum0
Maximum40.22
Zeros (%)30.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median12.35
Q320.865
95-th percentile28.225
Maximum40.22
Range40.22
Interquartile range20.865

Descriptive statistics

Standard deviation11.14553185
Coef of variation0.9045286014
Kurtosis-0.2440647902
Mean12.32192308
MAD9.239615385
Skewness0.5435617888
Sum320.37
Variance124.2228802
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=19)
Histogram
Histogram with variable size bins (bins=[ 0. 1.38 40.22], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 8 30.8%
 
2.76 1 3.8%
 
16.06 1 3.8%
 
12.94 1 3.8%
 
29.62 1 3.8%
 
7.5 1 3.8%
 
13.4 1 3.8%
 
7.29 1 3.8%
 
40.22 1 3.8%
 
11.76 1 3.8%
 
Other values (9) 9 34.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8 30.8%
 
2.76 1 3.8%
 
7.29 1 3.8%
 
7.5 1 3.8%
 
10.76 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
40.22 1 3.8%
 
29.62 1 3.8%
 
24.04 1 3.8%
 
23.72 1 3.8%
 
22.48 1 3.8%
 

l_pointspg17
Numeric

Distinct count22
Unique (%)84.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean16.25928709
Minimum4.968571429
Maximum23.67230769
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4.968571429
5-th percentile11.68979167
Q114.8599375
Median16.57962696
Q317.2863125
95-th percentile22.87875
Maximum23.67230769
Range18.70373626
Interquartile range2.426375

Descriptive statistics

Standard deviation3.775828934
Coef of variation0.2322259835
Kurtosis2.59662834
Mean16.25928709
MAD2.496218405
Skewness-0.6065053454
Sum422.7414642
Variance14.25688414
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=22)
Histogram
Histogram with variable size bins (bins=[ 4.96857143 16.5657935 16.58856348 23.67230769], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
16.57962696 4 15.4%
 
16.55196005 2 7.7%
 
20.8425 1 3.8%
 
12.488 1 3.8%
 
11.6275 1 3.8%
 
23.5575 1 3.8%
 
17.35375 1 3.8%
 
17.91375 1 3.8%
 
15.89692308 1 3.8%
 
14.94375 1 3.8%
 
Other values (12) 12 46.2%
 

Minimum 5 values

ValueCountFrequency (%) 
4.968571429 1 3.8%
 
11.6275 1 3.8%
 
11.87666667 1 3.8%
 
12.488 1 3.8%
 
13.15333333 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
23.67230769 1 3.8%
 
23.5575 1 3.8%
 
20.8425 1 3.8%
 
19.94285714 1 3.8%
 
18.93 1 3.8%
 

l_pointspg18
Highly correlated

This variable is highly correlated with l_passtdpg18 and should be ignored for analysis

Correlation0.9001953045

l_pos
Constant

This variable is constant and should be ignored for analysis

Constant valueQB

l_ppgcurrent
Numeric

Distinct count26
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean13.96505372
Minimum0.7777777778
Maximum28.64
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.7777777778
5-th percentile1.892936508
Q18.752
Median15.98
Q318.5275
95-th percentile24.8875
Maximum28.64
Range27.86222222
Interquartile range9.7755

Descriptive statistics

Standard deviation7.527713371
Coef of variation0.5390393421
Kurtosis-0.673109402
Mean13.96505372
MAD6.286087724
Skewness-0.2132522298
Sum363.0913968
Variance56.6664686
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=26)
Histogram
Histogram with variable size bins (bins=[ 0.77777778 28.64 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7777777778 1 3.8%
 
16.16 1 3.8%
 
9.88 1 3.8%
 
25.61 1 3.8%
 
18.77 1 3.8%
 
28.64 1 3.8%
 
22.72 1 3.8%
 
15.42 1 3.8%
 
7.29 1 3.8%
 
15.8 1 3.8%
 
Other values (16) 16 61.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0.7777777778 1 3.8%
 
1.803174603 1 3.8%
 
2.162222222 1 3.8%
 
2.893333333 1 3.8%
 
5.133333333 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
28.64 1 3.8%
 
25.61 1 3.8%
 
22.72 1 3.8%
 
20.18 1 3.8%
 
19.94 1 3.8%
 

l_proj
Numeric

Distinct count26
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean115.3461538
Minimum10
Maximum914
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum10
5-th percentile13.25
Q130.5
Median52.5
Q395
95-th percentile486.5
Maximum914
Range904
Interquartile range64.5

Descriptive statistics

Standard deviation197.3390873
Coef of variation1.710842371
Kurtosis11.45535058
Mean115.3461538
MAD110.5088757
Skewness3.306721775
Sum2999
Variance38942.71538
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=26)
Histogram
Histogram with variable size bins (bins=[ 10. 115.5 914. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
317 1 3.8%
 
124 1 3.8%
 
74 1 3.8%
 
76 1 3.8%
 
80 1 3.8%
 
100 1 3.8%
 
914 1 3.8%
 
25 1 3.8%
 
26 1 3.8%
 
10 1 3.8%
 
Other values (16) 16 61.5%
 

Minimum 5 values

ValueCountFrequency (%) 
10 1 3.8%
 
12 1 3.8%
 
17 1 3.8%
 
25 1 3.8%
 
26 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
914 1 3.8%
 
543 1 3.8%
 
317 1 3.8%
 
124 1 3.8%
 
107 1 3.8%
 

l_runnerQB17
Numeric

Distinct count22
Unique (%)84.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean384.3857641
Minimum0.00390625
Maximum2537.640625
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.00390625
5-th percentile0.6755620222
Q115.68444445
Median380.9129392
Q3391.1370303
95-th percentile1297
Maximum2537.640625
Range2537.636719
Interquartile range375.4525859

Descriptive statistics

Standard deviation545.4749185
Coef of variation1.419081999
Kurtosis10.02000043
Mean384.3857641
MAD307.5989858
Skewness2.933604327
Sum9994.029867
Variance297542.8867
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=22)
Histogram
Histogram with variable size bins (bins=[3.90625000e-03 1.79244444e+01 3.80912939e+02 3.91137030e+02 6.12625000e+02 2.53764062e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
391.1370303 4 15.4%
 
384.3564906 2 7.7%
 
0.3265306129 1 3.8%
 
377.4693878 1 3.8%
 
600.25 1 3.8%
 
1.72265625 1 3.8%
 
2537.640625 1 3.8%
 
13.140625 1 3.8%
 
156.25 1 3.8%
 
0.00390625 1 3.8%
 
Other values (12) 12 46.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0.00390625 1 3.8%
 
0.3265306129 1 3.8%
 
1.72265625 1 3.8%
 
3.737777776 1 3.8%
 
4.78515625 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
2537.640625 1 3.8%
 
1521 1 3.8%
 
625 1 3.8%
 
600.25 1 3.8%
 
510.76 1 3.8%
 

l_runnerQB18
Numeric

Distinct count23
Unique (%)88.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean400.0756835
Minimum0.25
Maximum2168.0664
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.25
5-th percentile3.501579861
Q141.83836082
Median354.691804
Q3434.5351562
95-th percentile1328.521684
Maximum2168.0664
Range2167.8164
Interquartile range392.6967954

Descriptive statistics

Standard deviation506.9916647
Coef of variation1.267239389
Kurtosis5.287016482
Mean400.0756835
MAD339.9885461
Skewness2.129364126
Sum10401.96777
Variance257040.5481
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=23)
Histogram
Histogram with variable size bins (bins=[2.50000000e-01 1.60663500e+01 4.28070312e+02 2.16806640e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
378.5984517 4 15.4%
 
1422.367347 1 3.8%
 
79.8789 1 3.8%
 
2.640625 1 3.8%
 
37.34567901 1 3.8%
 
72.25 1 3.8%
 
756.25 1 3.8%
 
0.25 1 3.8%
 
621.8789062 1 3.8%
 
8.62890625 1 3.8%
 
Other values (13) 13 50.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0.25 1 3.8%
 
2.640625 1 3.8%
 
6.084444444 1 3.8%
 
8.62890625 1 3.8%
 
10.9727 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
2168.0664 1 3.8%
 
1422.367347 1 3.8%
 
1046.984694 1 3.8%
 
756.25 1 3.8%
 
748.768595 1 3.8%
 

l_rush1stpg17
Numeric

Distinct count21
Unique (%)80.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.9360144835
Minimum0.0625
Maximum2.875
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0625
5-th percentile0.1357142855
Q10.4375
Median0.9290396608
Q31.046875
95-th percentile2.140625
Maximum2.875
Range2.8125
Interquartile range0.609375

Descriptive statistics

Standard deviation0.6928135081
Coef of variation0.7401739186
Kurtosis1.21418125
Mean0.9360144835
MAD0.4880478637
Skewness1.08838876
Sum24.33637657
Variance0.479990557
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=21)
Histogram
Histogram with variable size bins (bins=[0.0625 0.92903966 0.9306752 2.875 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.9290396608 4 15.4%
 
0.4375 2 7.7%
 
0.932310745 2 7.7%
 
0.833333333 1 3.8%
 
0.538461538 1 3.8%
 
2 1 3.8%
 
1.8125 1 3.8%
 
0.1875 1 3.8%
 
1.0625 1 3.8%
 
0.6875 1 3.8%
 
Other values (11) 11 42.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0625 1 3.8%
 
0.133333333 1 3.8%
 
0.142857143 1 3.8%
 
0.1875 1 3.8%
 
0.2 1 3.8%
 

Maximum 5 values

ValueCountFrequency (%) 
2.875 1 3.8%
 
2.1875 1 3.8%
 
2 1 3.8%
 
1.8125 1 3.8%
 
1.466666667 1 3.8%
 

l_rush1stpg18
Highly correlated

This variable is highly correlated with l_runnerQB18 and should be ignored for analysis

Correlation0.9180168798

l_rushtdpg17
Numeric

Distinct count13
Unique (%)50.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1080081663
Minimum0
Maximum0.375
Zeros (%)30.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.1031693945
Q30.1196386175
95-th percentile0.3645833333
Maximum0.375
Range0.375
Interquartile range0.1196386175

Descriptive statistics

Standard deviation0.1137522308
Coef of variation1.053181761
Kurtosis0.9475638495
Mean0.1080081663
MAD0.08126483354
Skewness1.257996906
Sum2.808212324
Variance0.01293957001
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=13)
Histogram
Histogram with variable size bins (bins=[0. 0.11427724 0.375 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 8 30.8%
 
0.1031693945 4 15.4%
 
0.10355447 2 7.7%
 
0.066666667 2 7.7%
 
0.375 2 7.7%
 
0.166666667 1 3.8%
 
0.076923077 1 3.8%
 
0.1031693945 1 3.8%
 
0.333333333 1 3.8%
 
0.1875 1 3.8%
 
Other values (3) 3 11.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8 30.8%
 
0.0625 1 3.8%
 
0.066666667 2 7.7%
 
0.076923077 1 3.8%
 
0.1031693945 4 15.4%
 

Maximum 5 values

ValueCountFrequency (%) 
0.375 2 7.7%
 
0.333333333 1 3.8%
 
0.25 1 3.8%
 
0.1875 1 3.8%
 
0.166666667 1 3.8%
 

l_rushtdpg18
Numeric

Distinct count14
Unique (%)53.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.1323302213
Minimum0
Maximum0.375
Zeros (%)19.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.0625
Median0.1252652853
Q30.1763392857
95-th percentile0.3058035714
Maximum0.375
Range0.375
Interquartile range0.1138392857

Descriptive statistics

Standard deviation0.1021738037
Coef of variation0.7721123924
Kurtosis-0.01062691788
Mean0.1323302213
MAD0.07506784917
Skewness0.6434589361
Sum3.440585753
Variance0.01043948617
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=14)
Histogram
Histogram with variable size bins (bins=[0. 0.12526529 0.12553057 0.375 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 5 19.2%
 
0.1255305706 4 15.4%
 
0.125 4 15.4%
 
0.0625 3 11.5%
 
0.2666666667 1 3.8%
 
0.2142857143 1 3.8%
 
0.1255305706 1 3.8%
 
0.09090909091 1 3.8%
 
0.1428571429 1 3.8%
 
0.2857142857 1 3.8%
 
Other values (4) 4 15.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 5 19.2%
 
0.0625 3 11.5%
 
0.09090909091 1 3.8%
 
0.125 4 15.4%
 
0.1255305706 4 15.4%
 

Maximum 5 values

ValueCountFrequency (%) 
0.375 1 3.8%
 
0.3125 1 3.8%
 
0.2857142857 1 3.8%
 
0.2666666667 1 3.8%
 
0.25 1 3.8%
 

l_rushydpg17
Highly correlated

This variable is highly correlated with l_rush1stpg17 and should be ignored for analysis

Correlation0.9636046181

l_rushydpg18
Highly correlated

This variable is highly correlated with l_rush1stpg18 and should be ignored for analysis

Correlation0.9406295268

l_team
Categorical

Distinct count23
Unique (%)88.5%
Missing (%)0.0%
Missing (n)0
Jax
 
2
Bal
 
2
NO
 
2
Other values (20)
20
ValueCountFrequency (%) 
Jax 2 7.7%
 
Bal 2 7.7%
 
NO 2 7.7%
 
Ind 1 3.8%
 
Buf 1 3.8%
 
Sea 1 3.8%
 
Car 1 3.8%
 
NE 1 3.8%
 
Chi 1 3.8%
 
LAC 1 3.8%
 
Other values (13) 13 50.0%
 
Max length3
Mean length2.807692308
Min length2
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

l_touchdown17
Highly correlated

This variable is highly correlated with l_passtdpg17 and should be ignored for analysis

Correlation0.9621233369

l_touchdown18
Highly correlated

This variable is highly correlated with l_passtdpg18 and should be ignored for analysis

Correlation0.9365135189

med_opp
Numeric

Distinct count7
Unique (%)26.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6.192307692
Minimum3
Maximum9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3
5-th percentile4
Q15
Median6
Q37.75
95-th percentile8
Maximum9
Range6
Interquartile range2.75

Descriptive statistics

Standard deviation1.649708599
Coef of variation0.2664125688
Kurtosis-0.9809788505
Mean6.192307692
MAD1.360946746
Skewness-0.2744716196
Sum161
Variance2.721538462
Memory size336.0 B
Histogram
Histogram with fixed size bins (bins=7)
Histogram
Histogram with variable size bins (bins=[3. 9.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8 6 23.1%
 
6 6 23.1%
 
7 5 19.2%
 
4 5 19.2%
 
5 2 7.7%
 
9 1 3.8%
 
3 1 3.8%
 

Minimum 5 values

ValueCountFrequency (%) 
3 1 3.8%
 
4 5 19.2%
 
5 2 7.7%
 
6 6 23.1%
 
7 5 19.2%
 

Maximum 5 values

ValueCountFrequency (%) 
9 1 3.8%
 
8 6 23.1%
 
7 5 19.2%
 
6 6 23.1%
 
5 2 7.7%
 

opp_1
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
3
9
2
9
1
8
ValueCountFrequency (%) 
3 9 34.6%
 
2 9 34.6%
 
1 8 30.8%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_10
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
3
9
2
7
1
5
ValueCountFrequency (%) 
3 9 34.6%
 
2 7 26.9%
 
1 5 19.2%
 
0 5 19.2%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_11
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
2
9
3
7
1
6
ValueCountFrequency (%) 
2 9 34.6%
 
3 7 26.9%
 
1 6 23.1%
 
0 4 15.4%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_12
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
2
10
1
8
3
5
ValueCountFrequency (%) 
2 10 38.5%
 
1 8 30.8%
 
3 5 19.2%
 
0 3 11.5%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_13
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
3
10
2
9
1
7
ValueCountFrequency (%) 
3 10 38.5%
 
2 9 34.6%
 
1 7 26.9%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_14
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
1
10
2
9
3
7
ValueCountFrequency (%) 
1 10 38.5%
 
2 9 34.6%
 
3 7 26.9%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_15
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
2
11
3
8
1
7
ValueCountFrequency (%) 
2 11 42.3%
 
3 8 30.8%
 
1 7 26.9%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_16
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
2
12
3
8
1
6
ValueCountFrequency (%) 
2 12 46.2%
 
3 8 30.8%
 
1 6 23.1%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_17
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
2
11
3
8
1
7
ValueCountFrequency (%) 
2 11 42.3%
 
3 8 30.8%
 
1 7 26.9%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_2
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
2
10
3
8
1
8
ValueCountFrequency (%) 
2 10 38.5%
 
3 8 30.8%
 
1 8 30.8%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_3
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
2
12
3
11
1
3
ValueCountFrequency (%) 
2 12 46.2%
 
3 11 42.3%
 
1 3 11.5%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_4
Categorical

Distinct count3
Unique (%)11.5%
Missing (%)0.0%
Missing (n)0
1
10
2
9
3
7
ValueCountFrequency (%) 
1 10 38.5%
 
2 9 34.6%
 
3 7 26.9%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_5
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
2
9
1
9
3
7
ValueCountFrequency (%) 
2 9 34.6%
 
1 9 34.6%
 
3 7 26.9%
 
0 1 3.8%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_6
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
2
11
3
7
1
4
ValueCountFrequency (%) 
2 11 42.3%
 
3 7 26.9%
 
1 4 15.4%
 
0 4 15.4%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_7
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
3
11
1
7
2
6
ValueCountFrequency (%) 
3 11 42.3%
 
1 7 26.9%
 
2 6 23.1%
 
0 2 7.7%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_8
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
2
9
3
8
1
6
ValueCountFrequency (%) 
2 9 34.6%
 
3 8 30.8%
 
1 6 23.1%
 
0 3 11.5%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

opp_9
Categorical

Distinct count4
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
2
8
1
8
3
6
ValueCountFrequency (%) 
2 8 30.8%
 
1 8 30.8%
 
3 6 23.1%
 
0 4 15.4%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

Correlations

Missing values

Sample

First rows

bad_oppdf_indexgood_oppl_2ptpg17l_2ptpg18l_fumblepg17l_fumblepg18l_namel_passintpg17l_passintpg18l_passtdpg17l_passtdpg18l_passydpg17l_passydpg18l_points1l_points2l_points3l_points4l_points5l_points6l_points7l_points8l_points9l_pointspg17l_pointspg18l_posl_ppgcurrentl_projl_runnerQB17l_runnerQB18l_rush1stpg17l_rush1stpg18l_rushtdpg17l_rushtdpg18l_rushydpg17l_rushydpg18l_teaml_touchdown17l_touchdown18med_oppopp_1opp_10opp_11opp_12opp_13opp_14opp_15opp_16opp_17opp_2opp_3opp_4opp_5opp_6opp_7opp_8opp_9
06040.0000000.1875000.1428570.187500Aaron Rodgers0.8571430.1250002.2857141.562500239.285714277.62500012.9214.3613.3028.489.4219.32042.76000028.10000012.9419.94285720.536250QB20.18000025377.469388330.7851561.4285711.2500000.0000000.12500018.00000016.812500GB5.2244902.847656612013212321213321
13470.0625000.1428570.0625000.000000Cam Newton1.0000000.9285711.3750001.714286206.375000242.5000005.3611.320.000.000.000.0002.7800000.0000000.0020.84250022.185714QB2.162222102537.6406251422.3673472.8750002.5714290.3750000.28571447.12500034.857143Car3.0625004.000000611322332233323012
26560.3076920.0909090.2307690.545455Carson Wentz0.5384620.6363642.5384621.909091253.538462279.45454528.0217.5422.6621.7012.0621.5407.84000017.38000016.0623.67230818.502727QB18.31000032625.00000085.9834712.0000000.8181820.0000000.00000023.0000008.454545Phi6.4437873.644628420133321333122111
35740.0000000.1250000.1875000.375000Dak Prescott0.8125000.5000001.3750001.375000207.750000242.81250035.4030.6621.548.6225.2217.22020.56000022.74571422.4817.35375018.681250QB22.72000028600.250000441.0000001.8125001.5625000.3750000.37500022.31250019.062500Dal3.0625003.063000732311112223212203
46820.1333330.0625000.2000000.437500Derek Carr0.8666670.6250001.4666671.187500233.066667253.06250014.5610.7215.6813.467.9612.47615.72000023.40000019.5614.09600013.753750QB14.8400008022.40444410.9727000.3333330.3125000.0000000.0625004.4000002.937500Oak2.1511111.562500811222221122210133
541070.0000000.0666670.0000000.066667Drew Brees0.5000000.3333331.4375002.133333270.875000266.13333320.800.480.000.000.000.0000.00000024.9200000.0016.59750020.530000QB5.133333361.7226566.0844440.4375000.7333330.1250000.2666670.7500001.466667NO2.4414065.760000533323122213132130
661140.0000000.1875000.3333330.250000Eli Manning0.8666670.6875001.2666671.312500231.200000268.68750014.8411.200.000.000.000.0000.0000000.0000000.0012.48800015.185000QB2.8933331243.7377782.6406250.1333330.3125000.0666670.0625001.7333331.250000NYG1.7777781.890600612011232213221331
721260.0682380.0930000.1866030.209687Gardner Minshew II0.7475590.6998241.5717631.644649232.978800247.35370617.6018.1217.9616.7223.164.62023.00000026.96000010.7616.57962718.006404QB17.660000914391.137030378.5984520.9290401.1229730.1031690.12553113.19792113.871170Jax3.0832803.487112820223133232122323
831360.0682380.0930000.1866030.209687Jacoby Brissett0.7475590.6998241.5717631.644649232.978800247.35370617.5019.3421.8023.5011.9418.81627.64000010.4800002.7616.57962718.006404QB17.090000100391.137030378.5984520.9290401.1229730.1031690.12553113.19792113.871170Ind3.0832803.487112713232322223320311
921470.0769230.0000000.5384620.272727Jameis Winston0.8461541.2727271.4615381.727273269.538462272.0000008.0614.2225.5029.3017.4612.10017.77333322.34000022.2015.89692319.343636QB18.77000026121.000000748.7685950.5384621.7272730.0769230.09090910.38461525.545455TB2.3668643.305785713232233323122023

Last rows

bad_oppdf_indexgood_oppl_2ptpg17l_2ptpg18l_fumblepg17l_fumblepg18l_namel_passintpg17l_passintpg18l_passtdpg17l_passtdpg18l_passydpg17l_passydpg18l_points1l_points2l_points3l_points4l_points5l_points6l_points7l_points8l_points9l_pointspg17l_pointspg18l_posl_ppgcurrentl_projl_runnerQB17l_runnerQB18l_rush1stpg17l_rush1stpg18l_rushtdpg17l_rushtdpg18l_rushydpg17l_rushydpg18l_teaml_touchdown17l_touchdown18med_oppopp_1opp_10opp_11opp_12opp_13opp_14opp_15opp_16opp_17opp_2opp_3opp_4opp_5opp_6opp_7opp_8opp_9
1632250.0000000.0000000.0666670.142857Marcus Mariota1.0000000.5714290.8666670.785714215.466667180.57142925.3214.3617.5624.288.621.0800.000.0000000.0014.83200014.158571QB10.14000074510.760000756.2500001.4666671.8571430.3333330.14285720.80000025.500000Ten1.4400000.862245822022332322311132
1722350.0000000.1250000.1875000.312500Matt Ryan0.7500000.4375001.2500002.187500255.937500307.75000019.5619.1022.4616.6830.9030.9402.560.0000000.0014.94375022.924375QB15.8000005492.64062579.8789000.6875000.9375000.0000000.1875008.9375007.812500Atl1.5625005.640600922232212322233130
1862540.0833330.2857140.2500000.214286Mitchell Trubisky0.5833330.8571430.5833331.714286182.750000230.2142869.225.6019.440.360.006.92420.048.1200007.5011.87666720.430000QB8.57822230476.6944451046.9846941.0000002.0714290.1666670.21428620.66666730.071429Chi0.5625003.719388613133112212230212
1922660.0000000.0000000.2857140.400000Nick Foles0.2857140.8000000.7142861.40000076.714286282.6000007.000.000.000.000.000.0000.000.0000000.004.96857116.578000QB0.777778760.32653121.1600000.1428571.2000000.0000000.0000000.4285713.400000Jax0.5102041.960000820223133232122323
2052850.0000000.3125000.0625000.062500Philip Rivers0.6250000.7500001.7500002.000000282.187500269.25000024.9211.9219.6220.404.1414.80021.1610.04000011.7616.96250017.876250QB15.420000510.0039060.2500000.0625000.0625000.0000000.0000000.1250000.437500LAC3.0625004.000000623201223233311211
2162960.0682380.0930000.1866030.209687Robert Griffin III0.7475590.6998241.5717631.644649232.978800247.3537067.107.100.000.000.000.0000.002.0285710.0016.57962718.006404QB1.803175543391.137030378.5984520.9290401.1229730.1031690.12553113.19792113.871170Bal3.0832803.487112433311122132213301
2253050.1250000.0625000.1875000.125000Russell Wilson0.6875000.4375002.1250002.187500248.937500215.50000016.6025.2041.3414.3031.9228.90016.3415.68000040.2223.55750020.174375QB25.610000171521.000000621.8789062.1875001.4375000.1875000.00000036.62500023.500000Sea5.3476564.785156631022123112312233
2373120.0000000.1250000.0000000.125000Ryan Fitzpatrick0.5000001.5000001.1666672.125000183.833333295.75000011.200.841.160.002.8810.78020.5812.30000023.7213.15333321.355000QB9.273333103191.361111415.1406250.8333331.1250000.0000000.25000013.00000019.000000Mia1.3611115.640625722122233111102112
2443370.0780680.0000000.1785120.062500Taysom Hill0.8339290.0625001.5423500.000000232.5347054.00000011.404.072.832.603.122.70013.3718.2000007.2916.5519604.951875QB7.290000317384.356491177.2226560.9323110.9375000.1035540.12500013.58333712.250000NO2.9684170.015625533323122213132130
2543450.1250000.0000000.1875000.125000Tom Brady0.5000000.6875002.0000001.812500286.062500272.18750025.6423.6620.143.7023.9220.96011.9618.36000013.4018.93000017.943750QB17.970000334.7851568.6289060.4375000.6250000.0000000.1250001.7500002.187500NE4.0000003.753906710213231332123222